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Sanghamitra Dutta

38 papers hereh-index 121.3k citations49 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author12
  • middle author10
  • last author16

Across the 38 of 38 papers where every author was matched, so the position is known.

fields
  • cs.LG16
  • cs.IT13
  • stat.ML5
  • cs.CL4
same name
  • Sanghamitra Dutta — 4 papers, h 2
  • Sanghamitra Dutta — 3 papers, h 8

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20142026
most citedA Unified Coded Deep Neural Network Training Strategy Based on Generalized PolyDot Codes for Matrix Multiplication

87 citations · 222 across the 32 of their papers we have counts for

collaborators
Showing 2017Show all

2 papers · 1 filter

cs.IT2017

Coded convolution for parallel and distributed computing within a deadline

Sanghamitra Dutta, Viveck Cadambe, Pulkit Grover

We consider the problem of computing the convolution of two long vectors using parallel processing units in the presence of "stragglers". Stragglers refer to the small fraction of…

cs.IT2017

"Short-Dot": Computing Large Linear Transforms Distributedly Using Coded Short Dot Products

Sanghamitra Dutta, Viveck Cadambe, Pulkit Grover

Faced with saturation of Moore's law and increasing dimension of data, system designers have increasingly resorted to parallel and distributed computing. However, distributed compu…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.